Altri libri che potrebbero interessarti

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  Natural Language Processing for...

  Steve Abrams

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  Dive into the fascinating world of Natural Language Processing (NLP) with "Natural Language Processing for Beginners: Comprehensive Introduction to Language and Technology," a thorough and accessible guide designed to introduce beginners to the rich field of NLP and its myriad applications. This book serves as a bridge between theoretical concepts and practical applications, offering readers a solid foundation in both the linguistic and computational aspects of NLP. 
  Starting with a clear explanation of what NLP is and its significance in today's digital age, the book covers essential linguistic principles and computational techniques. Readers will learn about the historical evolution of NLP, key components like syntax, semantics, and machine learning algorithms that enable computers to understand and generate human language. The guide simplifies complex ideas such as tokenization, neural networks, and deep learning, making them accessible to those without a background in computer science or linguistics. 
  Practicality is at the heart of this book, which includes step-by-step tutorials on using popular NLP libraries such as NLTK, SpaCy, and frameworks like TensorFlow and PyTorch. These tools are illustrated through exciting projects like building a sentiment analyzer, developing a conversational chatbot, and creating a multilingual translator. 
  "Natural Language Processing for Beginners" also addresses contemporary challenges and ethical considerations in NLP, discussing bias, fairness, and the future potential of NLP technology. Whether you are a student, a budding data scientist, or a curious tech enthusiast, this book will equip you with the knowledge and skills you need to start your journey into NLP, opening the door to a world of possibilities where language and technology meet. 
   

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  Journal of a Black Queer Nurse

  Britney Daniels

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  In this searing, honest memoir, a Black queer emergency-room nurse works the front lines of care during COVID-19. 
   
   
   
  Britney Daniels is a Black, masculine-presenting, tattooed lesbian from a working-class background. For the last five years, she has been working as an emergency-room nurse. She began Journal of a Black Queer Nurse as a personal diary, a tool to heal from the day-to-day traumas of seeing too much and caring too much. 
   
   
   
  Hilarious, gut-wrenching, and infuriating by turns, these stories are told from the perspective of a deeply empathetic, no-nonsense young nurse, who highlights the way race, inequality, and a profit-driven healthcare system make the hospital a place where systemic racism is lived. 
   
   
   
  Whether it is giving one's own clothes to a homeless patient, sticking up for patients of color in the face of indifference from white doctors and nurses, or nursing one's own back pain accrued from transporting too many bodies, Journal of a Black Queer Nurse reveals the ways in which care is much more than treating a physical body and how the commitment to real care—care that involves listening to and understanding patients in a deeper sense—demands nurses, especially nurses of color, must also be warriors.

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  Cybernetics Guide - A...

  James Ferry

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  James Ferry 
  From its origins in the groundbreaking work of pioneers like Norbert Wiener and Warren McCulloch to its modern-day applications in robotics, artificial intelligence, biology, and beyond, cybernetics has revolutionized our understanding of complex systems and their behavior. In this comprehensive guide, you'll discover:Foundations of Cybernetics: Explore the fundamental concepts that underpin cybernetics, including feedback loops, control systems, and information theory. Gain insight into the principles that govern the behavior of cybernetic systems and learn how they shape the world around us.Applications Across Disciplines: Delve into the diverse applications of cybernetics in fields such as robotics, control systems, biology, neuroscience, and social systems. Learn how cybernetic principles are transforming industries, driving innovation, and shaping the future of technology and society.Practical Insights and Techniques: Equip yourself with practical tools and techniques for designing, implementing, and optimizing cybernetic systems. From designing feedback mechanisms to navigating ethical considerations, this guide provides invaluable insights for practitioners and enthusiasts alike.Future Directions and Challenges: Explore the cutting-edge advancements, emerging trends, and ethical dilemmas shaping the future of cybernetics. Gain perspective on the opportunities and challenges that lie ahead and discover how you can contribute to shaping the future of this dynamic field. 
  "Cybernetics Guide" is your essential companion to understanding and mastering the principles of cybernetics. Packed with clear explanations, real-world examples, and practical insights, this book is your gateway to unlocking the potential of cybernetics and shaping a future where intelligent systems thrive. 
   

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  Agile Manifesto - Unpacking the...

  Jacob Richardson

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  Dive into the essence of Agile methodologies with "Agile Manifesto: Unpacking the Agile Manifesto for Modern Development." This comprehensive guide explores each of the core values and principles declared in the Agile Manifesto, providing a deep and actionable understanding tailored for today's dynamic development environments. 
  In February 2001, seventeen software developers crafted the Agile Manifesto to address the inefficiencies of traditional software development practices. They proposed a revolutionary approach centered around flexibility, collaboration, and customer satisfaction. This book revisits these foundational ideas, breaking down complex concepts into practical applications, from small teams to large enterprises. 
  "Agile Manifesto" offers:In-depth analysis of the four core values and twelve principles of Agile.Practical insights on implementing Agile practices such as Scrum, Kanban, and XP within your teams.Strategies for effectively using Agile tools and technologies that enhance collaboration and productivity.Guidance on navigating challenges in distributed teams and scaling Agile methodologies across large organizations.Perspectives on the future of Agile, including its application beyond software development. 
  Whether you are a software developer, project manager, or business leader seeking to instill flexibility and efficiency in your projects, this book provides the tools and knowledge to effectively implement Agile practices. Through real-world case studies, expert interviews, and a clear, engaging narrative, "Agile Manifesto" is an essential resource for anyone looking to foster a truly Agile environment in the modern workplace. Rediscover the Agile Manifesto and transform your approach to software development and beyond. 
   

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  Interpretability and...

  Aruna Chakkirala

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  Demystify AI Decisions and Master Interpretability and Explainability Today
  Book Description
  Interpretability in AI/ML refers to the ability to understand and explain how a model arrives at its predictions. It ensures that humans can follow the model's reasoning, making it easier to debug, validate, and trust.
  Interpretability and Explainability in AI Using Python takes you on a structured journey through interpretability and explainability techniques for both white-box and black-box models.
  You’ll start with foundational concepts in interpretable machine learning, exploring different model types and their transparency levels. As you progress, you’ll dive into post-hoc methods, feature effect analysis, anchors, and counterfactuals—powerful tools to decode complex models. The book also covers explainability in deep learning, including Neural Networks, Transformers, and Large Language Models (LLMs), equipping you with strategies to uncover decision-making patterns in AI systems.
  Through hands-on Python examples, you’ll learn how to apply these techniques in real-world scenarios. By the end, you’ll be well-versed in choosing the right interpretability methods, implementing them efficiently, and ensuring AI models align with ethical and regulatory standards—giving you a competitive edge in the evolving AI landscape.
  Table of Contents
  1. Interpreting Interpretable Machine Learning
  2. Model Types and Interpretability Techniques
  3. Interpretability Taxonomy and Techniques
  4. Feature Effects Analysis with Plots
  5. Post-Hoc Methods
  6. Anchors and Counterfactuals
  7. Interpretability in Neural Networks
  8. Explainable Neural Networks
  9. Explainability in Transformers and Large Language Models
  10. Explainability and Responsible AI      
  
  Index

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  Go Gently - Actionable Steps to...

  Bonnie Wright

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  An inspiring and approachable tip-filled guide to changing your habits, living more sustainably, and taking action, by Greenpeace ambassador Bonnie Wright (Ginny Weasley in the Harry Potter movies) 
  Go Gently is a guide for sustainability at home that offers simple, tangible steps toward reducing our environmental impact by looking at what we consume and the waste we create, as well as how to take action for environmental change. The title reflects Bonnie Wright’s belief that the best way to change our planet and ourselves is through a gentle approach, rather than a judgmental one. This is a book of do’s rather than don’ts. It’s also an invitation to Wright’s followers to join her on this journey to sustainability. 
  Going through every room in her home, Wright helps us assess which products are sustainable, and alternatives for those that are not. She shares recipes to avoid waste, homemade self-care products to avoid packaging, small space-friendly gardening ideas, and a template for creating your own compost system. Finally, to sustain yourself, there are exercises and meditation prompts to keep you energized, plus info on how to get involved in community and organizations. 
  Supplemental enhancement PDF accompanies the audiobook.

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